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               Similarity Between Collective Contexts</swrc:title><swrc:year>2006</swrc:year><swrc:keywords>relation semantic-web ie social-networks </swrc:keywords><swrc:hasExtraField><swrc:Field swrc:value="http://dx.doi.org/10.1007/11926078_35" swrc:key="ee"/></swrc:hasExtraField><swrc:hasExtraField><swrc:Field swrc:value="DBLP, http://dblp.uni-trier.de" swrc:key="bibsource"/></swrc:hasExtraField><swrc:author><rdf:Seq><rdf:_1><swrc:Person swrc:name="Junichiro Mori"/></rdf:_1><rdf:_2><swrc:Person swrc:name="Takumi Tsujishita"/></rdf:_2><rdf:_3><swrc:Person swrc:name="Yutaka Matsuo"/></rdf:_3><rdf:_4><swrc:Person swrc:name="Mitsuru Ishizuka"/></rdf:_4></rdf:Seq></swrc:author></rdf:Description></burst:publication></item><item rdf:about="http://www.bibsonomy.org/bibtex/26816bb1d0f4a97876fd516b7e207d255/beate"><title>Perl and XML</title><description>KUG Recherche-Portal</description><link>http://www.bibsonomy.org/bibtex/26816bb1d0f4a97876fd516b7e207d255/beate</link><dc:creator>beate</dc:creator><dc:date>2008-06-09T11:34:04+02:00</dc:date><dc:subject>XML Perl </dc:subject><content:encoded>&lt;span style=&#034;color:#555555;&#034;&gt;Erik T. &lt;a href=&#034;http://www.bibsonomy.org/author/Ray&#034;&gt;Ray&lt;/a&gt;  and Jason &lt;a href=&#034;http://www.bibsonomy.org/author/MacIntosh&#034;&gt;MacIntosh&lt;/a&gt;  &lt;/span&gt;&lt;em&gt;O&#039;Reilly, &lt;/em&gt;&lt;em&gt;Beijing [u.a.], &lt;/em&gt;&lt;em&gt;1. ed. edition, &lt;/em&gt;(&lt;em&gt;2002&lt;/em&gt;)</content:encoded><taxo:topics><rdf:Bag><rdf:li rdf:resource="http://www.bibsonomy.org/tag/XML"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/Perl"/></rdf:Bag></taxo:topics><burst:publication><rdf:Description rdf:about="http://www.bibsonomy.org/bibtex/26816bb1d0f4a97876fd516b7e207d255/beate"><owl:sameAs rdf:resource="http://www.bibsonomy.org/uri/bibtex/26816bb1d0f4a97876fd516b7e207d255/beate"/><rdf:type rdf:resource="http://swrc.ontoware.org/ontology#Book"/><swrc:date>Mon Jun 09 11:34:04 CEST 2008</swrc:date><swrc:address>Beijing [u.a.]</swrc:address><swrc:edition>1. ed.</swrc:edition><swrc:publisher><swrc:Organization swrc:name="O&#039;Reilly"/></swrc:publisher><swrc:title>Perl and XML</swrc:title><swrc:year>2002</swrc:year><swrc:keywords>XML Perl </swrc:keywords><swrc:hasExtraField><swrc:Field swrc:value="0-596-00205-X" swrc:key="isbn"/></swrc:hasExtraField><swrc:author><rdf:Seq><rdf:_1><swrc:Person swrc:name="Erik T. Ray"/></rdf:_1><rdf:_2><swrc:Person swrc:name="Jason MacIntosh"/></rdf:_2></rdf:Seq></swrc:author></rdf:Description></burst:publication></item><item rdf:about="http://www.bibsonomy.org/bibtex/2b69f467ca81c753d0192f02c574ad931/beate"><title>CiteSense: supporting sensemaking of research literature</title><description>CHI: CHI '08, CiteSense: supporting sensemaking of ...</description><link>http://www.bibsonomy.org/bibtex/2b69f467ca81c753d0192f02c574ad931/beate</link><dc:creator>beate</dc:creator><dc:date>2008-06-07T15:45:53+02:00</dc:date><dc:subject>citation tools analysis research </dc:subject><content:encoded>&lt;span style=&#034;color:#555555;&#034;&gt;Xiaolong &lt;a href=&#034;http://www.bibsonomy.org/author/Zhang&#034;&gt;Zhang&lt;/a&gt;  and Yan &lt;a href=&#034;http://www.bibsonomy.org/author/Qu&#034;&gt;Qu&lt;/a&gt;  and C. &lt;a href=&#034;http://www.bibsonomy.org/author/Lee Giles&#034;&gt;Lee Giles&lt;/a&gt;  and Piyou &lt;a href=&#034;http://www.bibsonomy.org/author/Song&#034;&gt;Song&lt;/a&gt;  &lt;/span&gt;&lt;em&gt;CHI &#039;08: Proceeding of the twenty-sixth annual SIGCHI conference on Human factors in computing systems, &lt;/em&gt;&lt;em&gt;page677--680. &lt;/em&gt;&lt;em&gt;New York, NY, USA, &lt;/em&gt;&lt;em&gt;ACM, &lt;/em&gt;(&lt;em&gt;2008&lt;/em&gt;)</content:encoded><taxo:topics><rdf:Bag><rdf:li rdf:resource="http://www.bibsonomy.org/tag/citation"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/tools"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/analysis"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/research"/></rdf:Bag></taxo:topics><burst:publication><rdf:Description rdf:about="http://www.bibsonomy.org/bibtex/2b69f467ca81c753d0192f02c574ad931/beate"><owl:sameAs rdf:resource="http://www.bibsonomy.org/uri/bibtex/2b69f467ca81c753d0192f02c574ad931/beate"/><rdf:type rdf:resource="http://swrc.ontoware.org/ontology#InProceedings"/><owl:sameAs rdf:resource="http://portal.acm.org/citation.cfm?id=1357054.1357161&amp;coll=GUIDE&amp;dl=ACM&amp;type=series&amp;idx=SERIES260&amp;part=series&amp;WantType=Proceedings&amp;title=CHI"/><swrc:date>Sat Jun 07 15:45:53 CEST 2008</swrc:date><swrc:address>New York, NY, USA</swrc:address><swrc:booktitle>CHI &#039;08: Proceeding of the twenty-sixth annual SIGCHI conference on Human factors in computing systems</swrc:booktitle><swrc:pages>677--680</swrc:pages><swrc:publisher><swrc:Organization swrc:name="ACM"/></swrc:publisher><swrc:title>CiteSense: supporting sensemaking of research literature</swrc:title><swrc:year>2008</swrc:year><swrc:keywords>citation tools analysis research </swrc:keywords><swrc:hasExtraField><swrc:Field swrc:value="Florence, Italy" swrc:key="location"/></swrc:hasExtraField><swrc:hasExtraField><swrc:Field swrc:value="978-1-60558-011-1" swrc:key="isbn"/></swrc:hasExtraField><swrc:hasExtraField><swrc:Field swrc:value="http://doi.acm.org/10.1145/1357054.1357161" swrc:key="doi"/></swrc:hasExtraField><swrc:author><rdf:Seq><rdf:_1><swrc:Person swrc:name="Xiaolong Zhang"/></rdf:_1><rdf:_2><swrc:Person swrc:name="Yan Qu"/></rdf:_2><rdf:_3><swrc:Person swrc:name="C. Lee Giles"/></rdf:_3><rdf:_4><swrc:Person swrc:name="Piyou Song"/></rdf:_4></rdf:Seq></swrc:author></rdf:Description></burst:publication></item><item rdf:about="http://www.bibsonomy.org/bibtex/262ac28c3d46df728a5d577f84d927be3/beate"><title>Tagging and searching: Search retrieval effectiveness of folksonomies on the World Wide Web</title><link>http://www.bibsonomy.org/bibtex/262ac28c3d46df728a5d577f84d927be3/beate</link><dc:creator>beate</dc:creator><dc:date>2008-06-07T15:03:46+02:00</dc:date><dc:subject>study folksonomy social-search dis analysis ir </dc:subject><content:encoded>&lt;span style=&#034;color:#555555;&#034;&gt;P. &lt;a href=&#034;http://www.bibsonomy.org/author/Jason Morrison&#034;&gt;Jason Morrison&lt;/a&gt;  &lt;/span&gt;&lt;em&gt;Information Processing &amp;amp; Management&lt;/em&gt;(&lt;em&gt;2008&lt;/em&gt;)</content:encoded><taxo:topics><rdf:Bag><rdf:li rdf:resource="http://www.bibsonomy.org/tag/study"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/folksonomy"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/social-search"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/dis"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/analysis"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/ir"/></rdf:Bag></taxo:topics><burst:publication><rdf:Description rdf:about="http://www.bibsonomy.org/bibtex/262ac28c3d46df728a5d577f84d927be3/beate"><owl:sameAs rdf:resource="http://www.bibsonomy.org/uri/bibtex/262ac28c3d46df728a5d577f84d927be3/beate"/><rdf:type rdf:resource="http://swrc.ontoware.org/ontology#Article"/><owl:sameAs rdf:resource="http://dx.doi.org/10.1016/j.ipm.2007.12.010"/><swrc:date>Sat Jun 07 15:03:46 CEST 2008</swrc:date><swrc:journal>Information Processing &amp; Management</swrc:journal><swrc:pages>1397--1648</swrc:pages><swrc:title>Tagging and searching: Search retrieval effectiveness of folksonomies on the World Wide Web</swrc:title><swrc:volume>44</swrc:volume><swrc:year>2008</swrc:year><swrc:keywords>study folksonomy social-search dis analysis ir </swrc:keywords><swrc:abstract>Many Web sites have begun allowing users to submit items to a collection and tag them with keywords. The folksonomies built from these tags are an interesting topic that has seen little empirical research. This study compared the search information retrieval (IR) performance of folksonomies from social bookmarking Web sites against search engines and subject directories. Thirty-four participants created 103 queries for various information needs. Results from each IR system were collected and participants judged relevance. Folksonomy search results overlapped with those from the other systems, and documents found by both search engines and folksonomies were significantly more likely to be judged relevant than those returned by any single IR system type. The search engines in the study had the highest precision and recall, but the folksonomies fared surprisingly well. Del.icio.us was statistically indistinguishable from the directories in many cases. Overall the directories were more precise than the folksonomies but they had similar recall scores. Better query handling may enhance folksonomy IR performance further. The folksonomies studied were promising, and may be able to improve Web search performance.</swrc:abstract><swrc:hasExtraField><swrc:Field swrc:value="2473655" swrc:key="id"/></swrc:hasExtraField><swrc:hasExtraField><swrc:Field swrc:value="0" swrc:key="priority"/></swrc:hasExtraField><swrc:hasExtraField><swrc:Field swrc:value="2008-03-05 16:37:39" swrc:key="at"/></swrc:hasExtraField><swrc:hasExtraField><swrc:Field swrc:value="10.1016/j.ipm.2007.12.010" swrc:key="doi"/></swrc:hasExtraField><swrc:author><rdf:Seq><rdf:_1><swrc:Person swrc:name="P. Jason Morrison"/></rdf:_1></rdf:Seq></swrc:author></rdf:Description></burst:publication></item><item rdf:about="http://www.bibsonomy.org/bibtex/2819643be78dd30c066ebf6a97c5480df/beate"><title>ROC Graphs: Notes and Practical Considerations for Researchers</title><description>ROC Graphs: Notes and Practical Considerations for Researchers</description><link>http://www.bibsonomy.org/bibtex/2819643be78dd30c066ebf6a97c5480df/beate</link><dc:creator>beate</dc:creator><dc:date>2008-06-04T13:47:18+02:00</dc:date><dc:subject>data-mining roc evaluation tutorial </dc:subject><content:encoded>&lt;span style=&#034;color:#555555;&#034;&gt;T. &lt;a href=&#034;http://www.bibsonomy.org/author/Fawcett&#034;&gt;Fawcett&lt;/a&gt;  &lt;/span&gt;(&lt;em&gt;2004&lt;/em&gt;)</content:encoded><taxo:topics><rdf:Bag><rdf:li rdf:resource="http://www.bibsonomy.org/tag/data-mining"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/roc"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/evaluation"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/tutorial"/></rdf:Bag></taxo:topics><burst:publication><rdf:Description rdf:about="http://www.bibsonomy.org/bibtex/2819643be78dd30c066ebf6a97c5480df/beate"><owl:sameAs rdf:resource="http://www.bibsonomy.org/uri/bibtex/2819643be78dd30c066ebf6a97c5480df/beate"/><rdf:type rdf:resource="http://swrc.ontoware.org/ontology#Misc"/><owl:sameAs rdf:resource="/brokenurl#citeseer.ist.psu.edu/fawcett04roc.html"/><swrc:date>Wed Jun 04 13:47:18 CEST 2008</swrc:date><swrc:title>ROC Graphs: Notes and Practical Considerations for Researchers</swrc:title><swrc:year>2004</swrc:year><swrc:keywords>data-mining roc evaluation tutorial </swrc:keywords><swrc:author><rdf:Seq><rdf:_1><swrc:Person swrc:name="T. Fawcett"/></rdf:_1></rdf:Seq></swrc:author></rdf:Description></burst:publication></item><item rdf:about="http://www.bibsonomy.org/bibtex/2b3a5e9851647ca0a7dfb62f041872504/beate"><title>Organizing Publications and Bookmarks in BibSonomy</title><link>http://www.bibsonomy.org/bibtex/2b3a5e9851647ca0a7dfb62f041872504/beate</link><dc:creator>beate</dc:creator><dc:date>2008-06-03T21:19:09+02:00</dc:date><dc:subject>bookmarking myown system social folksonomy 2007 </dc:subject><content:encoded>&lt;span style=&#034;color:#555555;&#034;&gt;Robert &lt;a href=&#034;http://www.bibsonomy.org/author/Jäschke&#034;&gt;J&amp;#228;schke&lt;/a&gt;  and Miranda &lt;a href=&#034;http://www.bibsonomy.org/author/Grahl&#034;&gt;Grahl&lt;/a&gt;  and Andreas &lt;a href=&#034;http://www.bibsonomy.org/author/Hotho&#034;&gt;Hotho&lt;/a&gt;  and Beate &lt;a href=&#034;http://www.bibsonomy.org/author/Krause&#034;&gt;Krause&lt;/a&gt;  and Christoph &lt;a href=&#034;http://www.bibsonomy.org/author/Schmitz&#034;&gt;Schmitz&lt;/a&gt;  and Gerd &lt;a href=&#034;http://www.bibsonomy.org/author/Stumme&#034;&gt;Stumme&lt;/a&gt;  &lt;/span&gt;&lt;em&gt;Workshop on Social and Collaborative Construction of Structured Knowledge (CKC 2007) at WWW 2007, &lt;/em&gt;&lt;em&gt;Banff, Canada, &lt;/em&gt;(&lt;em&gt;2007&lt;/em&gt;)</content:encoded><taxo:topics><rdf:Bag><rdf:li rdf:resource="http://www.bibsonomy.org/tag/bookmarking"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/myown"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/system"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/social"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/folksonomy"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/2007"/></rdf:Bag></taxo:topics><burst:publication><rdf:Description rdf:about="http://www.bibsonomy.org/bibtex/2b3a5e9851647ca0a7dfb62f041872504/beate"><owl:sameAs rdf:resource="http://www.bibsonomy.org/uri/bibtex/2b3a5e9851647ca0a7dfb62f041872504/beate"/><rdf:type rdf:resource="http://swrc.ontoware.org/ontology#InProceedings"/><owl:sameAs rdf:resource="http://www2007.org/workshops/paper_25.pdf"/><swrc:date>Tue Jun 03 21:19:09 CEST 2008</swrc:date><swrc:address>Banff, Canada</swrc:address><swrc:booktitle>Workshop on Social and Collaborative Construction of Structured Knowledge (CKC 2007) at WWW 2007</swrc:booktitle><swrc:title>Organizing Publications and Bookmarks in BibSonomy</swrc:title><swrc:year>2007</swrc:year><swrc:keywords>bookmarking myown system social folksonomy 2007 </swrc:keywords><swrc:author><rdf:Seq><rdf:_1><swrc:Person swrc:name="Robert Jäschke"/></rdf:_1><rdf:_2><swrc:Person swrc:name="Miranda Grahl"/></rdf:_2><rdf:_3><swrc:Person swrc:name="Andreas Hotho"/></rdf:_3><rdf:_4><swrc:Person swrc:name="Beate Krause"/></rdf:_4><rdf:_5><swrc:Person swrc:name="Christoph Schmitz"/></rdf:_5><rdf:_6><swrc:Person swrc:name="Gerd Stumme"/></rdf:_6></rdf:Seq></swrc:author><swrc:editor><rdf:Seq><rdf:_1><swrc:Person swrc:name="Harith Alani"/></rdf:_1><rdf:_2><swrc:Person swrc:name="Natasha Noy"/></rdf:_2><rdf:_3><swrc:Person swrc:name="Gerd Stumme"/></rdf:_3><rdf:_4><swrc:Person swrc:name="Peter Mika"/></rdf:_4><rdf:_5><swrc:Person swrc:name="York Sure"/></rdf:_5><rdf:_6><swrc:Person swrc:name="Denny Vrandecic"/></rdf:_6></rdf:Seq></swrc:editor></rdf:Description></burst:publication></item><item rdf:about="http://www.bibsonomy.org/bibtex/2359e1eccdc524334d4a2ad51330f76ae/beate"><title>Logsonomy &#8212; A Search Engine Folksonomy</title><link>http://www.bibsonomy.org/bibtex/2359e1eccdc524334d4a2ad51330f76ae/beate</link><dc:creator>beate</dc:creator><dc:date>2008-06-03T21:18:00+02:00</dc:date><dc:subject>myown 2008 search analysis logsonomy folksonomy </dc:subject><content:encoded>&lt;span style=&#034;color:#555555;&#034;&gt;Robert &lt;a href=&#034;http://www.bibsonomy.org/author/Jäschke&#034;&gt;J&amp;#228;schke&lt;/a&gt;  and Beate &lt;a href=&#034;http://www.bibsonomy.org/author/Krause&#034;&gt;Krause&lt;/a&gt;  and Andreas &lt;a href=&#034;http://www.bibsonomy.org/author/Hotho&#034;&gt;Hotho&lt;/a&gt;  and Gerd &lt;a href=&#034;http://www.bibsonomy.org/author/Stumme&#034;&gt;Stumme&lt;/a&gt;  &lt;/span&gt;&lt;em&gt;Proceedings of the Second International Conference on Weblogs and Social Media(ICWSM 2008), &lt;/em&gt;&lt;em&gt;AAAI Press, &lt;/em&gt;(&lt;em&gt;2008&lt;/em&gt;)</content:encoded><taxo:topics><rdf:Bag><rdf:li rdf:resource="http://www.bibsonomy.org/tag/myown"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/2008"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/search"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/analysis"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/logsonomy"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/folksonomy"/></rdf:Bag></taxo:topics><burst:publication><rdf:Description rdf:about="http://www.bibsonomy.org/bibtex/2359e1eccdc524334d4a2ad51330f76ae/beate"><owl:sameAs rdf:resource="http://www.bibsonomy.org/uri/bibtex/2359e1eccdc524334d4a2ad51330f76ae/beate"/><rdf:type rdf:resource="http://swrc.ontoware.org/ontology#InProceedings"/><owl:sameAs rdf:resource="http://www.kde.cs.uni-kassel.de/hotho/pub/2008/Krause2008logsonomy_short.pdf"/><swrc:date>Tue Jun 03 21:18:00 CEST 2008</swrc:date><swrc:booktitle>Proceedings of the Second International Conference on Weblogs and Social Media(ICWSM 2008)</swrc:booktitle><swrc:publisher><swrc:Organization swrc:name="AAAI Press"/></swrc:publisher><swrc:title>Logsonomy — A Search Engine Folksonomy</swrc:title><swrc:year>2008</swrc:year><swrc:keywords>myown 2008 search analysis logsonomy folksonomy </swrc:keywords><swrc:abstract>In social bookmarking systems users describe bookmarks
by keywords called tags. The structure behind
these social systems, called folksonomies, can be
viewed as a tripartite hypergraph of user, tag and resource
nodes. This underlying network shows specific
structural properties that explain its growth and the possibility
of serendipitous exploration.
Search engines filter the vast information of the web.
Queries describe a user’s information need. In response
to the displayed results of the search engine, users click
on the links of the result page as they expect the answer
to be of relevance. The clickdata can be represented as a
folksonomy in which queries are descriptions of clicked
URLs. This poster analyzes the topological characteristics
of the resulting tripartite hypergraph of queries,
users and bookmarks of two query logs and compares it
two a snapshot of the folksonomy del.icio.us.</swrc:abstract><swrc:author><rdf:Seq><rdf:_1><swrc:Person swrc:name="Robert Jäschke"/></rdf:_1><rdf:_2><swrc:Person swrc:name="Beate Krause"/></rdf:_2><rdf:_3><swrc:Person swrc:name="Andreas Hotho"/></rdf:_3><rdf:_4><swrc:Person swrc:name="Gerd Stumme"/></rdf:_4></rdf:Seq></swrc:author></rdf:Description></burst:publication></item><item rdf:about="http://www.bibsonomy.org/bibtex/203d349d70b578ca9ac3155f661151868/beate"><title>The Anti-Social Tagger - Detecting Spam in Social Bookmarking Systems</title><link>http://www.bibsonomy.org/bibtex/203d349d70b578ca9ac3155f661151868/beate</link><dc:creator>beate</dc:creator><dc:date>2008-06-03T21:08:04+02:00</dc:date><dc:subject>2008 spam folksonomy myown </dc:subject><content:encoded>&lt;span style=&#034;color:#555555;&#034;&gt;Beate &lt;a href=&#034;http://www.bibsonomy.org/author/Krause&#034;&gt;Krause&lt;/a&gt;  and Andreas &lt;a href=&#034;http://www.bibsonomy.org/author/Hotho&#034;&gt;Hotho&lt;/a&gt;  and Gerd &lt;a href=&#034;http://www.bibsonomy.org/author/Stumme&#034;&gt;Stumme&lt;/a&gt;  &lt;/span&gt;&lt;em&gt;Proc. of the Fourth International Workshop on Adversarial Information Retrieval on the Web, &lt;/em&gt;(&lt;em&gt;2008&lt;/em&gt;)</content:encoded><taxo:topics><rdf:Bag><rdf:li rdf:resource="http://www.bibsonomy.org/tag/2008"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/spam"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/folksonomy"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/myown"/></rdf:Bag></taxo:topics><burst:publication><rdf:Description rdf:about="http://www.bibsonomy.org/bibtex/203d349d70b578ca9ac3155f661151868/beate"><owl:sameAs rdf:resource="http://www.bibsonomy.org/uri/bibtex/203d349d70b578ca9ac3155f661151868/beate"/><rdf:type rdf:resource="http://swrc.ontoware.org/ontology#InProceedings"/><owl:sameAs rdf:resource="http://airweb.cse.lehigh.edu/2008/submissions/krause_2008_anti_social_tagger.pdf"/><swrc:date>Tue Jun 03 21:08:04 CEST 2008</swrc:date><swrc:booktitle>Proc. of the Fourth International Workshop on  Adversarial Information Retrieval on the Web</swrc:booktitle><swrc:title>The Anti-Social Tagger - Detecting Spam in Social Bookmarking Systems</swrc:title><swrc:year>2008</swrc:year><swrc:keywords>2008 spam folksonomy myown </swrc:keywords><swrc:author><rdf:Seq><rdf:_1><swrc:Person swrc:name="Beate Krause"/></rdf:_1><rdf:_2><swrc:Person swrc:name="Andreas Hotho"/></rdf:_2><rdf:_3><swrc:Person swrc:name="Gerd Stumme"/></rdf:_3></rdf:Seq></swrc:author></rdf:Description></burst:publication></item><item rdf:about="http://www.bibsonomy.org/bibtex/24462cf1a0c1364eed97392196402735c/beate"><title>Towards Improving Web Search by Utilizing Social Bookmarks</title><description>SpringerLink - Book Chapter</description><link>http://www.bibsonomy.org/bibtex/24462cf1a0c1364eed97392196402735c/beate</link><dc:creator>beate</dc:creator><dc:date>2008-05-16T16:22:34+02:00</dc:date><dc:subject>social-search web2.0 folksonomy </dc:subject><content:encoded>&lt;span style=&#034;color:#555555;&#034;&gt;Yusuke &lt;a href=&#034;http://www.bibsonomy.org/author/Yanbe&#034;&gt;Yanbe&lt;/a&gt;  and Adam &lt;a href=&#034;http://www.bibsonomy.org/author/Jatowt&#034;&gt;Jatowt&lt;/a&gt;  and Satoshi &lt;a href=&#034;http://www.bibsonomy.org/author/Nakamura&#034;&gt;Nakamura&lt;/a&gt;  and Katsumi &lt;a href=&#034;http://www.bibsonomy.org/author/Tanaka&#034;&gt;Tanaka&lt;/a&gt;  &lt;/span&gt;&lt;em&gt;Web Engineering&lt;/em&gt;(&lt;em&gt;2007&lt;/em&gt;)</content:encoded><taxo:topics><rdf:Bag><rdf:li rdf:resource="http://www.bibsonomy.org/tag/social-search"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/web2.0"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/folksonomy"/></rdf:Bag></taxo:topics><burst:publication><rdf:Description rdf:about="http://www.bibsonomy.org/bibtex/24462cf1a0c1364eed97392196402735c/beate"><owl:sameAs rdf:resource="http://www.bibsonomy.org/uri/bibtex/24462cf1a0c1364eed97392196402735c/beate"/><rdf:type rdf:resource="http://swrc.ontoware.org/ontology#Article"/><owl:sameAs rdf:resource="http://dx.doi.org/10.1007/978-3-540-73597-7_28"/><swrc:date>Fri May 16 16:22:34 CEST 2008</swrc:date><swrc:journal>Web Engineering</swrc:journal><swrc:pages>343--357</swrc:pages><swrc:title>Towards Improving Web Search by Utilizing Social Bookmarks</swrc:title><swrc:year>2007</swrc:year><swrc:keywords>social-search web2.0 folksonomy </swrc:keywords><swrc:abstract>Social bookmarking services have become recently popular in the Web. Along with the rapid increase in the amount of social
bookmarks, future applications could leverage this data for enhancing search in the Web. This paper investigates the possibilityand potential benefits of a hybrid page ranking approach that would combine the ranking criteria of PageRank with the onebased on social bookmarks in order to improve the search in the Web. We demonstrate and discuss the results of analyticalstudy made in order to compare both popularity estimates. In addition, we propose a simple hybrid search method that combinesboth ranking metrics and we show some preliminary experiments using this approach. We hope that this study will shed new lighton the character of data in social bookmarking systems and foster development of new, effective search applications for theWeb.</swrc:abstract><swrc:author><rdf:Seq><rdf:_1><swrc:Person swrc:name="Yusuke Yanbe"/></rdf:_1><rdf:_2><swrc:Person swrc:name="Adam Jatowt"/></rdf:_2><rdf:_3><swrc:Person swrc:name="Satoshi Nakamura"/></rdf:_3><rdf:_4><swrc:Person swrc:name="Katsumi Tanaka"/></rdf:_4></rdf:Seq></swrc:author></rdf:Description></burst:publication></item><item rdf:about="http://www.bibsonomy.org/bibtex/252c7a6a81d20a8adf3e942d7b1fefc25/beate"><title>Exploring Social Annotations for Information Retrieval</title><link>http://www.bibsonomy.org/bibtex/252c7a6a81d20a8adf3e942d7b1fefc25/beate</link><dc:creator>beate</dc:creator><dc:date>2008-05-16T16:19:55+02:00</dc:date><dc:subject>annotation ir folksonomy web2.0 social-search </dc:subject><content:encoded>&lt;span style=&#034;color:#555555;&#034;&gt;Ding &lt;a href=&#034;http://www.bibsonomy.org/author/Zhou&#034;&gt;Zhou&lt;/a&gt;  and Jiang &lt;a href=&#034;http://www.bibsonomy.org/author/Bian&#034;&gt;Bian&lt;/a&gt;  and Shuyi &lt;a href=&#034;http://www.bibsonomy.org/author/Zheng&#034;&gt;Zheng&lt;/a&gt;  and Giles &lt;a href=&#034;http://www.bibsonomy.org/author/Lee&#034;&gt;Lee&lt;/a&gt;  and Hongyuan &lt;a href=&#034;http://www.bibsonomy.org/author/Zha&#034;&gt;Zha&lt;/a&gt;  &lt;/span&gt;&lt;em&gt;Proceedings of the 17th International World Wide Web Conference, &lt;/em&gt;&lt;em&gt;Beijing, Peking, &lt;/em&gt;(&lt;em&gt;2008&lt;/em&gt;)</content:encoded><taxo:topics><rdf:Bag><rdf:li rdf:resource="http://www.bibsonomy.org/tag/annotation"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/ir"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/folksonomy"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/web2.0"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/social-search"/></rdf:Bag></taxo:topics><burst:publication><rdf:Description rdf:about="http://www.bibsonomy.org/bibtex/252c7a6a81d20a8adf3e942d7b1fefc25/beate"><owl:sameAs rdf:resource="http://www.bibsonomy.org/uri/bibtex/252c7a6a81d20a8adf3e942d7b1fefc25/beate"/><rdf:type rdf:resource="http://swrc.ontoware.org/ontology#InProceedings"/><swrc:date>Fri May 16 16:19:55 CEST 2008</swrc:date><swrc:address>Beijing, Peking</swrc:address><swrc:booktitle>Proceedings of the 17th International World Wide Web Conference</swrc:booktitle><swrc:title>Exploring Social Annotations for Information Retrieval</swrc:title><swrc:year>2008</swrc:year><swrc:keywords>annotation ir folksonomy web2.0 social-search </swrc:keywords><swrc:author><rdf:Seq><rdf:_1><swrc:Person swrc:name="Ding Zhou"/></rdf:_1><rdf:_2><swrc:Person swrc:name="Jiang Bian"/></rdf:_2><rdf:_3><swrc:Person swrc:name="Shuyi Zheng"/></rdf:_3><rdf:_4><swrc:Person swrc:name="Giles Lee"/></rdf:_4><rdf:_5><swrc:Person swrc:name="Hongyuan Zha"/></rdf:_5></rdf:Seq></swrc:author></rdf:Description></burst:publication></item><item rdf:about="http://www.bibsonomy.org/bibtex/22b5a7060510192d41e0c18aa7ab4fdc7/beate"><title>Ranking Entities on the Web using Social Network Mining and Ranking Learning</title><link>http://www.bibsonomy.org/bibtex/22b5a7060510192d41e0c18aa7ab4fdc7/beate</link><dc:creator>beate</dc:creator><dc:date>2008-05-16T15:53:27+02:00</dc:date><dc:subject>social-search social-networks </dc:subject><content:encoded>&lt;span style=&#034;color:#555555;&#034;&gt;Yingzi &lt;a href=&#034;http://www.bibsonomy.org/author/Jin&#034;&gt;Jin&lt;/a&gt;  and Yutaka &lt;a href=&#034;http://www.bibsonomy.org/author/Matsuo&#034;&gt;Matsuo&lt;/a&gt;  and Mitsuru &lt;a href=&#034;http://www.bibsonomy.org/author/Ishizuka&#034;&gt;Ishizuka&lt;/a&gt;  &lt;/span&gt;&lt;em&gt;Workshop on Social Web Search and Mining, &lt;/em&gt;&lt;em&gt;Beijing, Peking, &lt;/em&gt;(&lt;em&gt;2008&lt;/em&gt;)</content:encoded><taxo:topics><rdf:Bag><rdf:li rdf:resource="http://www.bibsonomy.org/tag/social-search"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/social-networks"/></rdf:Bag></taxo:topics><burst:publication><rdf:Description rdf:about="http://www.bibsonomy.org/bibtex/22b5a7060510192d41e0c18aa7ab4fdc7/beate"><owl:sameAs rdf:resource="http://www.bibsonomy.org/uri/bibtex/22b5a7060510192d41e0c18aa7ab4fdc7/beate"/><rdf:type rdf:resource="http://swrc.ontoware.org/ontology#InProceedings"/><swrc:date>Fri May 16 15:53:27 CEST 2008</swrc:date><swrc:address>Beijing, Peking</swrc:address><swrc:booktitle>Workshop on Social Web Search and Mining</swrc:booktitle><swrc:title>Ranking Entities on the Web using Social Network Mining and Ranking Learning</swrc:title><swrc:year>2008</swrc:year><swrc:keywords>social-search social-networks </swrc:keywords><swrc:author><rdf:Seq><rdf:_1><swrc:Person swrc:name="Yingzi Jin"/></rdf:_1><rdf:_2><swrc:Person swrc:name="Yutaka Matsuo"/></rdf:_2><rdf:_3><swrc:Person swrc:name="Mitsuru Ishizuka"/></rdf:_3></rdf:Seq></swrc:author></rdf:Description></burst:publication></item><item rdf:about="http://www.bibsonomy.org/bibtex/2c93f4228fd8552bede071569cdaa1ad9/beate"><title>Detecting spam web pages through content analysis</title><description>Detecting spam web pages through content analysis</description><link>http://www.bibsonomy.org/bibtex/2c93f4228fd8552bede071569cdaa1ad9/beate</link><dc:creator>beate</dc:creator><dc:date>2008-04-07T10:41:46+02:00</dc:date><dc:subject>features web spam </dc:subject><content:encoded>&lt;span style=&#034;color:#555555;&#034;&gt;Alexandros &lt;a href=&#034;http://www.bibsonomy.org/author/Ntoulas&#034;&gt;Ntoulas&lt;/a&gt;  and Marc &lt;a href=&#034;http://www.bibsonomy.org/author/Najork&#034;&gt;Najork&lt;/a&gt;  and Mark &lt;a href=&#034;http://www.bibsonomy.org/author/Manasse&#034;&gt;Manasse&lt;/a&gt;  and Dennis &lt;a href=&#034;http://www.bibsonomy.org/author/Fetterly&#034;&gt;Fetterly&lt;/a&gt;  &lt;/span&gt;&lt;em&gt;WWW &#039;06: Proceedings of the 15th international conference on World Wide Web, &lt;/em&gt;&lt;em&gt;page83--92. &lt;/em&gt;&lt;em&gt;New York, NY, USA, &lt;/em&gt;&lt;em&gt;ACM, &lt;/em&gt;(&lt;em&gt;2006&lt;/em&gt;)</content:encoded><taxo:topics><rdf:Bag><rdf:li rdf:resource="http://www.bibsonomy.org/tag/features"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/web"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/spam"/></rdf:Bag></taxo:topics><burst:publication><rdf:Description rdf:about="http://www.bibsonomy.org/bibtex/2c93f4228fd8552bede071569cdaa1ad9/beate"><owl:sameAs rdf:resource="http://www.bibsonomy.org/uri/bibtex/2c93f4228fd8552bede071569cdaa1ad9/beate"/><rdf:type rdf:resource="http://swrc.ontoware.org/ontology#InProceedings"/><owl:sameAs rdf:resource="http://portal.acm.org/citation.cfm?id=1135794"/><swrc:date>Mon Apr 07 10:41:46 CEST 2008</swrc:date><swrc:address>New York, NY, USA</swrc:address><swrc:booktitle>WWW &#039;06: Proceedings of the 15th international conference on World Wide Web</swrc:booktitle><swrc:pages>83--92</swrc:pages><swrc:publisher><swrc:Organization swrc:name="ACM"/></swrc:publisher><swrc:title>Detecting spam web pages through content analysis</swrc:title><swrc:year>2006</swrc:year><swrc:keywords>features web spam </swrc:keywords><swrc:abstract>In this paper, we continue our investigations of &#034;web spam&#034;: the injection of artificially-created pages into the web in order to influence the results from search engines, to drive traffic to certain pages for fun or profit. This paper considers some previously-undescribed techniques for automatically detecting spam pages, examines the effectiveness of these techniques in isolation and when aggregated using classification algorithms. When combined, our heuristics correctly identify 2,037 (86.2%) of the 2,364 spam pages (13.8%) in our judged collection of 17,168 pages, while misidentifying 526 spam and non-spam pages (3.1%).</swrc:abstract><swrc:hasExtraField><swrc:Field swrc:value="Edinburgh, Scotland" swrc:key="location"/></swrc:hasExtraField><swrc:hasExtraField><swrc:Field swrc:value="1-59593-323-9" swrc:key="isbn"/></swrc:hasExtraField><swrc:hasExtraField><swrc:Field swrc:value="http://doi.acm.org/10.1145/1135777.1135794" swrc:key="doi"/></swrc:hasExtraField><swrc:author><rdf:Seq><rdf:_1><swrc:Person swrc:name="Alexandros Ntoulas"/></rdf:_1><rdf:_2><swrc:Person swrc:name="Marc Najork"/></rdf:_2><rdf:_3><swrc:Person swrc:name="Mark Manasse"/></rdf:_3><rdf:_4><swrc:Person swrc:name="Dennis Fetterly"/></rdf:_4></rdf:Seq></swrc:author></rdf:Description></burst:publication></item><item rdf:about="http://www.bibsonomy.org/bibtex/2285dfdeb8409e59a0c516dc632e508cf/beate"><title>Blocking Blog Spam with Language Model Disagreement.</title><description>dblp</description><link>http://www.bibsonomy.org/bibtex/2285dfdeb8409e59a0c516dc632e508cf/beate</link><dc:creator>beate</dc:creator><dc:date>2008-04-07T10:26:42+02:00</dc:date><dc:subject>spam blog language </dc:subject><content:encoded>&lt;span style=&#034;color:#555555;&#034;&gt;Gilad &lt;a href=&#034;http://www.bibsonomy.org/author/Mishne&#034;&gt;Mishne&lt;/a&gt;  and David &lt;a href=&#034;http://www.bibsonomy.org/author/Carmel&#034;&gt;Carmel&lt;/a&gt;  and Ronny &lt;a href=&#034;http://www.bibsonomy.org/author/Lempel&#034;&gt;Lempel&lt;/a&gt;  &lt;/span&gt;&lt;em&gt;AIRWeb, &lt;/em&gt;&lt;em&gt;page1-6. &lt;/em&gt;(&lt;em&gt;2005&lt;/em&gt;)</content:encoded><taxo:topics><rdf:Bag><rdf:li rdf:resource="http://www.bibsonomy.org/tag/spam"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/blog"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/language"/></rdf:Bag></taxo:topics><burst:publication><rdf:Description rdf:about="http://www.bibsonomy.org/bibtex/2285dfdeb8409e59a0c516dc632e508cf/beate"><owl:sameAs rdf:resource="http://www.bibsonomy.org/uri/bibtex/2285dfdeb8409e59a0c516dc632e508cf/beate"/><rdf:type rdf:resource="http://swrc.ontoware.org/ontology#InProceedings"/><owl:sameAs rdf:resource="http://dblp.uni-trier.de/db/conf/airweb/airweb2005.html#MishneCL05"/><swrc:date>Mon Apr 07 10:26:42 CEST 2008</swrc:date><swrc:booktitle>AIRWeb</swrc:booktitle><swrc:crossref>conf/airweb/2005</swrc:crossref><swrc:pages>1-6</swrc:pages><swrc:title>Blocking Blog Spam with Language Model Disagreement.</swrc:title><swrc:year>2005</swrc:year><swrc:keywords>spam blog language </swrc:keywords><swrc:hasExtraField><swrc:Field swrc:value="http://airweb.cse.lehigh.edu/2005/mishne.pdf" swrc:key="ee"/></swrc:hasExtraField><swrc:hasExtraField><swrc:Field swrc:value="2007-09-12" swrc:key="date"/></swrc:hasExtraField><swrc:author><rdf:Seq><rdf:_1><swrc:Person swrc:name="Gilad Mishne"/></rdf:_1><rdf:_2><swrc:Person swrc:name="David Carmel"/></rdf:_2><rdf:_3><swrc:Person swrc:name="Ronny Lempel"/></rdf:_3></rdf:Seq></swrc:author></rdf:Description></burst:publication></item><item rdf:about="http://www.bibsonomy.org/bibtex/2696889b2eeda8dd8391c9c1ec156634b/beate"><title>Detecting semantic cloaking on the web</title><description>Detecting semantic cloaking on the web</description><link>http://www.bibsonomy.org/bibtex/2696889b2eeda8dd8391c9c1ec156634b/beate</link><dc:creator>beate</dc:creator><dc:date>2008-04-07T10:24:05+02:00</dc:date><dc:subject>cloaking spam web </dc:subject><content:encoded>&lt;span style=&#034;color:#555555;&#034;&gt;Baoning &lt;a href=&#034;http://www.bibsonomy.org/author/Wu&#034;&gt;Wu&lt;/a&gt;  and Brian D. &lt;a href=&#034;http://www.bibsonomy.org/author/Davison&#034;&gt;Davison&lt;/a&gt;  &lt;/span&gt;&lt;em&gt;WWW &#039;06: Proceedings of the 15th international conference on World Wide Web, &lt;/em&gt;&lt;em&gt;page819--828. &lt;/em&gt;&lt;em&gt;New York, NY, USA, &lt;/em&gt;&lt;em&gt;ACM, &lt;/em&gt;(&lt;em&gt;2006&lt;/em&gt;)</content:encoded><taxo:topics><rdf:Bag><rdf:li rdf:resource="http://www.bibsonomy.org/tag/cloaking"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/spam"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/web"/></rdf:Bag></taxo:topics><burst:publication><rdf:Description rdf:about="http://www.bibsonomy.org/bibtex/2696889b2eeda8dd8391c9c1ec156634b/beate"><owl:sameAs rdf:resource="http://www.bibsonomy.org/uri/bibtex/2696889b2eeda8dd8391c9c1ec156634b/beate"/><rdf:type rdf:resource="http://swrc.ontoware.org/ontology#InProceedings"/><owl:sameAs rdf:resource="http://portal.acm.org/citation.cfm?id=1135777.1135901"/><swrc:date>Mon Apr 07 10:24:05 CEST 2008</swrc:date><swrc:address>New York, NY, USA</swrc:address><swrc:booktitle>WWW &#039;06: Proceedings of the 15th international conference on World Wide Web</swrc:booktitle><swrc:pages>819--828</swrc:pages><swrc:publisher><swrc:Organization swrc:name="ACM"/></swrc:publisher><swrc:title>Detecting semantic cloaking on the web</swrc:title><swrc:year>2006</swrc:year><swrc:keywords>cloaking spam web </swrc:keywords><swrc:abstract>By supplying different versions of a web page to search engines and to browsers, a content provider attempts to cloak the real content from the view of the search engine. Semantic cloaking refers to differences in meaning between pages which have the effect of deceiving search engine ranking algorithms. In this paper, we propose an automated two-step method to detect semantic cloaking pages based on different copies of the same page downloaded by a web crawler and a web browser. The first step is a filtering step, which generates a candidate list of semantic cloaking pages. In the second step, a classifier is used to detect semantic cloaking pages from the candidates generated by the filtering step. Experiments on manually labeled data sets show that we can generate a classifier with a precision of 93% and a recall of 85%. We apply our approach to links from the dmoz Open Directory Project and estimate that more than 50,000 of these pages employ semantic cloaking.</swrc:abstract><swrc:hasExtraField><swrc:Field swrc:value="Edinburgh, Scotland" swrc:key="location"/></swrc:hasExtraField><swrc:hasExtraField><swrc:Field swrc:value="1-59593-323-9" swrc:key="isbn"/></swrc:hasExtraField><swrc:hasExtraField><swrc:Field swrc:value="http://doi.acm.org/10.1145/1135777.1135901" swrc:key="doi"/></swrc:hasExtraField><swrc:author><rdf:Seq><rdf:_1><swrc:Person swrc:name="Baoning Wu"/></rdf:_1><rdf:_2><swrc:Person swrc:name="Brian D. Davison"/></rdf:_2></rdf:Seq></swrc:author></rdf:Description></burst:publication></item><item rdf:about="http://www.bibsonomy.org/bibtex/24c12cfc5fe2fb8f5499847b025c5b4f6/beate"><title>Improving Web Spam Classifiers Using Link Structure (S)</title><description>DBLP Record 'conf/airweb/GanS07'</description><link>http://www.bibsonomy.org/bibtex/24c12cfc5fe2fb8f5499847b025c5b4f6/beate</link><dc:creator>beate</dc:creator><dc:date>2008-03-01T20:54:11+01:00</dc:date><dc:subject>spam web </dc:subject><content:encoded>&lt;span style=&#034;color:#555555;&#034;&gt;Qingqing &lt;a href=&#034;http://www.bibsonomy.org/author/Gan&#034;&gt;Gan&lt;/a&gt;  and Torsten &lt;a href=&#034;http://www.bibsonomy.org/author/Suel&#034;&gt;Suel&lt;/a&gt;  &lt;/span&gt;&lt;em&gt;AIRWeb, &lt;/em&gt;(&lt;em&gt;2007&lt;/em&gt;)</content:encoded><taxo:topics><rdf:Bag><rdf:li rdf:resource="http://www.bibsonomy.org/tag/spam"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/web"/></rdf:Bag></taxo:topics><burst:publication><rdf:Description rdf:about="http://www.bibsonomy.org/bibtex/24c12cfc5fe2fb8f5499847b025c5b4f6/beate"><owl:sameAs rdf:resource="http://www.bibsonomy.org/uri/bibtex/24c12cfc5fe2fb8f5499847b025c5b4f6/beate"/><rdf:type rdf:resource="http://swrc.ontoware.org/ontology#InProceedings"/><swrc:date>Sat Mar 01 20:54:11 CET 2008</swrc:date><swrc:booktitle>AIRWeb</swrc:booktitle><swrc:crossref>DBLP:conf/airweb/2007</swrc:crossref><swrc:title>Improving Web Spam Classifiers Using Link Structure (S)</swrc:title><swrc:year>2007</swrc:year><swrc:keywords>spam web </swrc:keywords><swrc:hasExtraField><swrc:Field swrc:value="http://airweb.cse.lehigh.edu/2007/papers/paper_124.pdf" swrc:key="ee"/></swrc:hasExtraField><swrc:hasExtraField><swrc:Field swrc:value="DBLP, http://dblp.uni-trier.de" swrc:key="bibsource"/></swrc:hasExtraField><swrc:author><rdf:Seq><rdf:_1><swrc:Person swrc:name="Qingqing Gan"/></rdf:_1><rdf:_2><swrc:Person swrc:name="Torsten Suel"/></rdf:_2></rdf:Seq></swrc:author></rdf:Description></burst:publication></item><item rdf:about="http://www.bibsonomy.org/bibtex/22a091b9f9abc9d77906e84ff2bae7af7/beate"><title>AIRWeb 2005, First International Workshop on Adversarial Information Retrieval on the Web, co-located with the WWW conference, Chiba, Japan, May 2005</title><link>http://www.bibsonomy.org/bibtex/22a091b9f9abc9d77906e84ff2bae7af7/beate</link><dc:creator>beate</dc:creator><dc:date>2008-03-01T20:51:34+01:00</dc:date><dc:subject>imported </dc:subject><content:encoded>&lt;span style=&#034;color:#555555;&#034;&gt; &lt;/span&gt;(&lt;em&gt;2005&lt;/em&gt;)</content:encoded><taxo:topics><rdf:Bag><rdf:li rdf:resource="http://www.bibsonomy.org/tag/imported"/></rdf:Bag></taxo:topics><burst:publication><rdf:Description rdf:about="http://www.bibsonomy.org/bibtex/22a091b9f9abc9d77906e84ff2bae7af7/beate"><owl:sameAs rdf:resource="http://www.bibsonomy.org/uri/bibtex/22a091b9f9abc9d77906e84ff2bae7af7/beate"/><rdf:type rdf:resource="http://swrc.ontoware.org/ontology#Proceedings"/><swrc:date>Sat Mar 01 20:51:34 CET 2008</swrc:date><swrc:booktitle>AIRWeb</swrc:booktitle><swrc:title>AIRWeb 2005, First International Workshop on Adversarial
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               conference, Chiba, Japan, May 2005</swrc:title><swrc:year>2005</swrc:year><swrc:keywords>imported </swrc:keywords><swrc:hasExtraField><swrc:Field swrc:value="DBLP, http://dblp.uni-trier.de" swrc:key="bibsource"/></swrc:hasExtraField></rdf:Description></burst:publication></item><item rdf:about="http://www.bibsonomy.org/bibtex/2776b76b33d469e438b0e5f74fc7ec7f0/beate"><title>Combating spam in tagging systems</title><description>Combating spam in tagging systems</description><link>http://www.bibsonomy.org/bibtex/2776b76b33d469e438b0e5f74fc7ec7f0/beate</link><dc:creator>beate</dc:creator><dc:date>2008-03-01T19:06:30+01:00</dc:date><dc:subject>spam social-systems tagging </dc:subject><content:encoded>&lt;span style=&#034;color:#555555;&#034;&gt;Georgia &lt;a href=&#034;http://www.bibsonomy.org/author/Koutrika&#034;&gt;Koutrika&lt;/a&gt;  and Frans Adjie &lt;a href=&#034;http://www.bibsonomy.org/author/Effendi&#034;&gt;Effendi&lt;/a&gt;  and Zolt&#039;an &lt;a href=&#034;http://www.bibsonomy.org/author/Gy\&amp;#034;{o}ngyi&#034;&gt;Gy&amp;#246;ngyi&lt;/a&gt;  and Paul &lt;a href=&#034;http://www.bibsonomy.org/author/Heymann&#034;&gt;Heymann&lt;/a&gt;  and Hector &lt;a href=&#034;http://www.bibsonomy.org/author/Garcia-Molina&#034;&gt;Garcia-Molina&lt;/a&gt;  &lt;/span&gt;&lt;em&gt;AIRWeb &#039;07: Proceedings of the 3rd international workshop on Adversarial information retrieval on the web, &lt;/em&gt;&lt;em&gt;page57--64. &lt;/em&gt;&lt;em&gt;New York, NY, USA, &lt;/em&gt;&lt;em&gt;ACM, &lt;/em&gt;(&lt;em&gt;2007&lt;/em&gt;)</content:encoded><taxo:topics><rdf:Bag><rdf:li rdf:resource="http://www.bibsonomy.org/tag/spam"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/social-systems"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/tagging"/></rdf:Bag></taxo:topics><burst:publication><rdf:Description rdf:about="http://www.bibsonomy.org/bibtex/2776b76b33d469e438b0e5f74fc7ec7f0/beate"><owl:sameAs rdf:resource="http://www.bibsonomy.org/uri/bibtex/2776b76b33d469e438b0e5f74fc7ec7f0/beate"/><rdf:type rdf:resource="http://swrc.ontoware.org/ontology#InProceedings"/><owl:sameAs rdf:resource="http://portal.acm.org/citation.cfm?id=1244408.1244420"/><swrc:date>Sat Mar 01 19:06:30 CET 2008</swrc:date><swrc:address>New York, NY, USA</swrc:address><swrc:booktitle>AIRWeb &#039;07: Proceedings of the 3rd international workshop on Adversarial information retrieval on the web</swrc:booktitle><swrc:pages>57--64</swrc:pages><swrc:publisher><swrc:Organization swrc:name="ACM"/></swrc:publisher><swrc:title>Combating spam in tagging systems</swrc:title><swrc:year>2007</swrc:year><swrc:keywords>spam social-systems tagging </swrc:keywords><swrc:hasExtraField><swrc:Field swrc:value="Banff, Alberta, Canada" swrc:key="location"/></swrc:hasExtraField><swrc:hasExtraField><swrc:Field swrc:value="978-1-59593-732-2" swrc:key="isbn"/></swrc:hasExtraField><swrc:hasExtraField><swrc:Field swrc:value="http://doi.acm.org/10.1145/1244408.1244420" swrc:key="doi"/></swrc:hasExtraField><swrc:author><rdf:Seq><rdf:_1><swrc:Person swrc:name="Georgia Koutrika"/></rdf:_1><rdf:_2><swrc:Person swrc:name="Frans Adjie Effendi"/></rdf:_2><rdf:_3><swrc:Person swrc:name="Zolt\&#039;{a}n Gy\&#034;{o}ngyi"/></rdf:_3><rdf:_4><swrc:Person swrc:name="Paul Heymann"/></rdf:_4><rdf:_5><swrc:Person swrc:name="Hector Garcia-Molina"/></rdf:_5></rdf:Seq></swrc:author></rdf:Description></burst:publication></item></rdf:RDF>